Robert Stephany - Publications, H-index & Citations

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Robert Stephany

Lawrence Livermore National Laboratory

3H-index

16Paper Count

72Citation Count

Published Papers 7

Publication Date

mLaSDI: Multi-stage latent space dynamics identification

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-07-01

PREAI

Anderson, William; Chung, Seung Whan; Stephany, Robert; Choi, Youngsoo

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Higher-order LaSDI: Reduced order modeling with multiple time derivatives

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-03-20

PREAI

Robert Stephany; William Anderson; Youngsoo Choi

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DDE-Find: learning delay differential equations from noisy, limited data

PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3

2025-03-26

PREAI

Stephany, Robert

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Generating Protein Structures for Pathway Discovery Using Deep Learning

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2024-10-10

OAAI

Georgouli, Konstantia; Stephany, Robert R.; Tempkin, Jeremy O. B.; Santiago, Claudio; Aydin, Fikret; Heimann, Mark A.; Pottier, Loic; Zhang, Xiaohua; Carpenter, Timothy S.; Hsu, Tim; Nissley, Dwight V.; Streitz, Frederick H.; Lightstone, Felice C.; Ingolfsson, Helgi I.; Bremer, Peer-Timo

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PDE-LEARN : Using deep learning to discover partial differential equations from noisy, limited data

NEURAL NETWORKS

IF6.3

2024-06-01

OAAI

Stephany, Robert; Earls, Christopher

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Weak-PDE-LEARN: A weak form based approach to discovering PDEs from noisy, limited data

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2024-06-01